ML Anthology

On the Role of Domain Knowledge in Analogy-Based Story Generation

Santiago Ontañón, Jichen Zhu
IJCAI 2011 pp. 1717-1722
doi:10.5591/978-1-57735-516-8/IJCAI11-288 /ijcai/2011/ontanon2011ijcai-role/

Abstract

Computational narrative is a complex and interesting domain for exploring AI techniques that algorithmically analyze, understand, and most importantly, generate stories. This paper studies the importance of domain knowledge in story generation, and particularly in analogy-based story generation (ASG). Based on the construct of knowledge container in case-based reasoning, we present a theoretical framework for incorporating domain knowledge in ASG. We complement the framework with empirical results in our existing system Riu.

PDF IJCAI Semantic Scholar

Cite

Text

Ontañón and Zhu. "On the Role of Domain Knowledge in Analogy-Based Story Generation." International Joint Conference on Artificial Intelligence, 2011. doi:10.5591/978-1-57735-516-8/IJCAI11-288

Markdown

[Ontañón and Zhu. "On the Role of Domain Knowledge in Analogy-Based Story Generation." International Joint Conference on Artificial Intelligence, 2011.](https://mlanthology.org/ijcai/2011/ontanon2011ijcai-role/) doi:10.5591/978-1-57735-516-8/IJCAI11-288

BibTeX

@inproceedings{ontanon2011ijcai-role,
  title     = {{On the Role of Domain Knowledge in Analogy-Based Story Generation}},
  author    = {Ontañón, Santiago and Zhu, Jichen},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {2011},
  pages     = {1717-1722},
  doi       = {10.5591/978-1-57735-516-8/IJCAI11-288},
  url       = {https://mlanthology.org/ijcai/2011/ontanon2011ijcai-role/}
}